There are a lot of different fairness measures used for classification [1]}, [2]}, [3]}, [4]}. Two commonly used ones are summarized in the following. Let \(\hat{y}\)  be the output of the classifier, \(y\)  the true label and \(z\)  the sensitive attribute.
